Choi, Jeongwhan

13 publications

IJCAI 2025 Learning Advanced Self-Attention for Linear Transformers in the Singular Value Domain Hyowon Wi, Jeongwhan Choi, Noseong Park

ICLR 2025 PIORF: Physics-Informed Ollivier-Ricci Flow for Long–Range Interactions in Mesh Graph Neural Networks Youn-Yeol Yu, Jeongwhan Choi, Jaehyeon Park, Kookjin Lee, Noseong Park

ICLRW 2025 Possibility for Proactive Anomaly Detection Jinsung Jeon, Jaehyeon Park, Sewon Park, Jeongwhan Choi, Minjung Kim, Noseong Park

NeurIPS 2025 TV-Rec: Time-Variant Convolutional Filter for Sequential Recommendation Yehjin Shin, Jeongwhan Choi, Seojin Kim, Noseong Park

AAAI 2024 An Attentive Inductive Bias for Sequential Recommendation Beyond the Self-Attention Yehjin Shin, Jeongwhan Choi, Hyowon Wi, Noseong Park

NeurIPS 2024 Graph Convolutions Enrich the Self-Attention in Transformers! Jeongwhan Choi, Hyowon Wi, Jayoung Kim, Yehjin Shin, Kookjin Lee, Nathaniel Trask, Noseong Park

ICLR 2024 Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer Youn-Yeol Yu, Jeongwhan Choi, Woojin Cho, Kookjin Lee, Nayong Kim, Kiseok Chang, ChangSeung Woo, Ilho Kim, SeokWoo Lee, Joon Young Yang, Sooyoung Yoon, Noseong Park

ICML 2024 PANDA: Expanded Width-Aware Message Passing Beyond Rewiring Jeongwhan Choi, Sumin Park, Hyowon Wi, Sung-Bae Cho, Noseong Park

ICML 2024 Polynomial-Based Self-Attention for Table Representation Learning Jayoung Kim, Yehjin Shin, Jeongwhan Choi, Hyowon Wi, Noseong Park

IJCAI 2024 SVD-AE: Simple Autoencoders for Collaborative Filtering Seoyoung Hong, Jeongwhan Choi, Yeon-Chang Lee, Srijan Kumar, Noseong Park

ICML 2023 GREAD: Graph Neural Reaction-Diffusion Networks Jeongwhan Choi, Seoyoung Hong, Noseong Park, Sung-Bae Cho

NeurIPSW 2023 HyperNetwork Approximating Future Parameters for Time Series Forecasting Under Temporal Drifts Jaehoon Lee, Chan Kim, Gyumin Lee, Haksoo Lim, Jeongwhan Choi, Kookjin Lee, Dongeun Lee, Sanghyun Hong, Noseong Park

AAAI 2022 Graph Neural Controlled Differential Equations for Traffic Forecasting Jeongwhan Choi, Hwangyong Choi, Jeehyun Hwang, Noseong Park